docs: idea journal — streaming-hydration + fractal-codec captured before dilution#290
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…ilute Two ideas were formulated together in one breath after Pillar 6 (PR #289): 1. Safetensor-Streaming als ndimensionale Bedeutungsakkumulation — concrete, mathematically grounded, tile sizes known — proposed next step: Pillar 7 (Streaming-Hydration erhält KS-Bound) 2. Family-Bounds als globale räumlich-fraktale Codierung/Dekodierung — speculative, requires diagnostic probe before any implementation — global fractality is a hypothesis, not a measured fact Both have the same mathematical form (streaming hydration with sandwich propagation) but solve DIFFERENT problems. Captured separately to prevent hammer-suchts-nail conflation. Document is a JOURNAL, not an implementation plan. Each idea has its own maturity path. Implementation only when explicitly commissioned. Includes: - Concrete tile sizes and latency estimates for Idea 1 - Honest marking of vague terms ("string theory", "signed bits in 16k^n", "holographic") with what they could mean and what would need to be specified - Risk assessment for Idea 2 with three possible codec paths (IFS / Wavelet / Mandelbrot iteration) - Recommended sequence (Pillar 7 first, fractal diagnostic probe parallel, production code after Pillar 7, codec research conditional on probe) - Update protocol (when this document gets refreshed)
This was referenced Apr 29, 2026
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Was
Docs-only PR. Captures two ideas formulated in one breath after Pillar 6 (#289), separating them so they dont dilute or merge into a generic engine (the Ada Hammer-sucht-Nagel failure mode you named).
Die zwei Ideen
Idee 1 — Safetensor-Streaming als ndimensionale Bedeutungsakkumulation
Modelle (1B–70B params) Tile-für-Tile durch die Pipeline streamen statt vollständig laden. Pro Tile: Hadamard-rotieren, Σ extrahieren, EWA-Sandwich propagieren, in SchemaSidecar Block 14/15 akkumulieren.
Konkret: 7B-Modell ≈ 3.8 min Streaming-Zeit (geschätzt mit gemessenen Pillar-6-Latenzen).
Status: mathematisch fundiert, alle Substrat-Bauteile existieren. Vorgeschlagener nächster Schritt: Pillar 7 als Beweis-im-Code (Streaming-Hydration erhält KS-Bound, ~250 Zeilen pure Rust).
Idee 2 — Family-Bounds als globale räumlich-fraktale Codierung/Dekodierung
Das gesamte Substrat wird on-demand fraktal dekodiert statt vollständig materialisiert. Voraussetzung: globale Selbst-Ähnlichkeit der family bounds.
Status: spekulativ. Globale Fraktalität ist eine Hypothese, kein gemessener Fakt. Vorgeschlagener nächster Schritt: Diagnostik-Probe (kein Pillar) das misst, ob das Substrat global fraktal ist. Pass/Fail entscheidet ob Idee 2 weiterverfolgt wird.
Warum getrennt
Beide Ideen haben gleiche mathematische Form (Streaming-Hydrierung mit Sandwich-Propagation), aber verschiedene Use-Cases. In einem PR zusammenfassen wäre genau das Hammer-sucht-Nagel-Pattern: generisches Framework mit zwei Anwendungen statt zwei spezifische Lösungen für zwei spezifische Probleme.
Was im Dokument steht
Was NICHT im Dokument steht
Files
.claude/IDEA_JOURNAL_2026_04_29_STREAMING_HYDRATION.md(neu, ~170 Zeilen)Folgt dem existierenden
.claude/-Pattern (vgl.BF16_SEMIRING_EPIPHANIES.md). Reine Dokumentation, kein Code-Risiko.Zweck
Ideen festhalten bevor sie sich verdünnen — die Ada-Falle hat Methode, das Festhalten ist Gegenmittel. Festhalten ≠ Implementieren. Jede Idee hat eigenen Reife-Pfad.